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Corporate liquidity and dividend policy under uncertainty

Journal of Banking & Finance 2017 75, 200-214 open access
We examine optimal liquidity (retained earnings) and dividend choice incorporating debt financing with risk of default and bankruptcy costs as well as growth options under revenue uncertainty. We revisit the conditions for dividend policy irrelevancy and the broader role of retained earnings and dividends. Retained earnings have a net positive impact on firm value in the presence of growth options, high external financing costs and low default risk. High levels of retained earnings enhance debt capacity but have a negative effect on equity value due to the likelihood of losing accumulated cash balances in case of default, unless offset by high external financing costs. Opposite directional effects of retained earnings on equity and debt create a U-shaped relation with firm value. The framework is extended to analyze management-shareholder conflicts, demonstrating that managers accumulate higher than optimal cash.

Bank productivity growth and convergence in the European Union during the financial crisis

Journal of Banking & Finance 2017 75, 184-199 open access
This paper examines the bank productivity growth and integration process for the 28 EU countries during three main phases of the financial crisis: the U.S. subprime crisis (2007–2008), the global financial crisis (2009–2010) and the sovereign debt crisis (2010–2012). We extend the Malmquist Productivity Index by applying an additive two-stage DEA model. This allows us to explore the sources of growth in different stages of production. Furthermore, we assess the integration of European banks by analyzing the β-convergence and σ-convergence of the two-stage Productivity Index. Our results show a productivity growth during the U.S. subprime crisis, but a consistent decline during the global financial crisis. The loss of competitiveness of the European banking system is due to the drop in growth of the performance stage and technical change. Finally, we find a strong convergence pattern during the financial crisis, mainly driven by the catch up process of some Eastern countries and the drop in performance of Western countries.

Do local banking market structures matter for SME financing and performance? New evidence from an emerging economy

Journal of Banking & Finance 2017 79, 142-158
This paper investigates the relationship between local banking structures and SMEs’ access to debt and performance. Using a unique dataset on bank branch locations in Poland and firm-, county-, and bank-level data, we conclude that a strong position for local cooperative banks facilitates access to bank financing, lowers financial costs, boosts investments, and favours growth for SMEs. Moreover, counties in which cooperative banks hold a strong position are characterized by a more rapid pace of new firm creation. The opposite effects appear in the majority of cases for local banking markets dominated by foreign-owned banks. Consequently, our findings are important from a policy perspective because they show that foreign bank entry and industry consolidation may raise valid concerns for SME prospects in emerging economies.

Aggregate earnings and stock market returns: The good, the bad, and the state-dependent

Journal of Banking & Finance 2017 77, 157-175
Prior research documents a negative aggregate earnings-returns relation. In contrast, we posit that the sign of the relation varies, depending upon the macroeconomic and financial market conditions that exist in the earnings announcement quarter. We argue that the existing macroeconomic and financial market conditions influence market participants’ frame of reference, which in turn affects whether they interpret aggregate earnings surprises to be informative about the expected inflation component of the discount rate, the market risk premium component of the discount rate, or aggregate future cash flows. Consistent with this, we find that the sign of the aggregate earnings-returns relation changes numerous times across our sample period. We also find that market participants interpret aggregate earnings to be informative about changes in expected inflation (market risk premium) when the sign of the aggregate earnings-returns relation is negative (positive). Finally, we identify macroeconomic and financial market conditions under which the aggregate earnings-returns relation is more (less) likely to be negative (positive).

Shadows in the Sun: Crash risk behind Earnings Transparency

Journal of Banking & Finance 2017 83, 1-18
Prior studies suggest that earnings and non-earnings information can be complementary to each other (Lundholm, 1988). Given the co-existence of both components, a lack of non-earnings information can end up boosting earnings explanatory power on returns in certain circumstances, producing spuriously high earnings transparency (ET) in Barth et al. (2013). This scenario is plausible when insiders are motivated to exploit their information advantage and discretionarily alter non-mandatory disclosure strategy. Conditional on higher insider trading profit, we uncover a positive relation between the firm-specific earnings transparency and crash risk. In addition, the above relation is more pronounced with respect to selling and profitable insider transactions. Overall, we demonstrate a potential dark side of high earnings explanatory power on stock returns, conditional on higher likelihood of non-earnings information hoarding.

Aggregate uncertainty and the supply of credit

Journal of Banking & Finance 2017 81, 150-165 open access
This paper presents a model in which a bank can exhibit self-insurance with loan supply contracting when uncertainty increases. This prediction is tested with U.S. commercial banks, where identification is achieved by looking at differential effects according to banks’ capital-to-assets ratio (CAR). Increases in uncertainty reduce the supply of credit, more so for banks with lower levels of CAR. These results are weaker for large banks, and are robust to controlling for monetary policy, to different measures of uncertainty, and to breaking the dataset in subsamples. Quantitatively, the effect of uncertainty shocks on credit supply is about as important as that of monetary policy shocks.

Information environment and earnings management of dual class firms around the world

Journal of Banking & Finance 2017 74, 1-23
This study examines the information environment and earnings management of dual class firms. Motivated by the pronounced entrenchment phenomenon at dual class firms due to divergence between voting and cash flow rights, we are interested in whether dual class firms adopt corporate disclosure choices that imply greater opacity as well as employ judgment in financing reporting to misguide the outside shareholders about the firm’s true performance. Based on a sample of 12,672 firms from 19 countries during 1994–2010, we find that dual class status is associated with poorer information environment and increased accrual-based earnings management, consistent with the notion that managers of dual class firms exhibit incentives to conceal private control benefits from the outside shareholders. Results further suggest that dual class ownership structure weakens the mitigating impact of investor protection on earnings management. Following unification, firms experience an improvement in information environment and a decrease in earnings manipulation.

An analysis of simultaneous company defaults using a shot noise process

Journal of Banking & Finance 2017 80, 135-161
During the subprime mortgage crisis, it became apparent that practical models, such as the one-factor Gaussian copula, had underestimated company default correlations. Complex models that attempt to incorporate default dependency are difficult to implement in practice. In this study, we develop a model for a company asset process, based on which we calculate simultaneous default probabilities using an option-theoretic approach. In our model, a shot noise process serves as the key element for controlling correlations among companies’ assets. The risk factor driving the shot noise process is common to all companies in an industry but the shot noise parameters are assumed company-specific; therefore, every company responds differently to this common risk factor. Our model gives earlier warning of financial distress and predicts higher simultaneous default probabilities than commonly used geometric Brownian motion asset model. It is also computationally simple and can be extended to analyze any finite number of companies.

Divergence of sentiment and stock market trading

Journal of Banking & Finance 2017 78, 130-141 open access
This paper introduces the concept of divergence of sentiment to the behavioral finance literature. We measure the distance between people with positive and negative sentiment on a daily basis for 20 countries by using data from status updates on Facebook. The prediction is that a higher divergence of sentiment leads to more diverging views on prospects and risks, and thus to more diverging views on the value of a stock. In line with this prediction, divergence of sentiment is positively related to trading volume. We further predict and find a positive relation between divergence of sentiment and stock price volatility. The observed relations are stronger when individual investors are more likely to trade. We compare the effect of our country-specific measures to a global measure of divergence of sentiment. We find that the separate effects of country-specific and global divergence measures depend on a country's level of market integration.